Lu Fang
28 papers · 2014–2024 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(11)
π₯
Mega-Team Β· Squad
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Keyword Trendsetter Combo
(3)
π§¬
Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(145)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Conference Pioneer
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Computer Vision
(19)
Analysis
(18)
Processing
(10)
Deep Learning
(9)
Machine Learning
(6)
Architectures
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Techniques
(3)
Application Areas
(2)
Domain-Specific
(2)
Generation
(2)
Interdisciplinary
(1)
Keywords
3d reconstruction
(4)
scene understanding
(4)
3d vision
(3)
object tracking
(2)
contrastive learning
(2)
pose estimation
(2)
gigapixel image
(2)
instance segmentation
(2)
3d segmentation
(2)
novel view synthesis
(2)
self-supervised learning
(2)
person detection
(2)
semantic segmentation
(2)
event camera
(1)
object detection
(1)
image generation
(1)
compressive sensing
(1)
action recognition
(1)
convex optimization
(1)
feature matching
(1)
Papers
GigaHumanDet: Exploring Full-Body Detection on Gigapixel-Level Images
AAAI 2024
GigaTraj: Predicting Long-term Trajectories of Hundreds of Pedestrians in Gigapixel Complex Scenes
CVPR 2024
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive Learning
CVPR 2024
SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image Reconstruction
CVPR 2024
When Visual Grounding Meets Gigapixel-level Large-scale Scenes: Benchmark and Approach
CVPR 2024
XScale-NVS: Cross-Scale Novel View Synthesis with Hash Featurized Manifold
CVPR 2024
Boosting Graph Contrastive Learning via Graph Contrastive Saliency
ICML 2023
Crowd3D: Towards Hundreds of People Reconstruction From a Single Image
CVPR 2023
DartBlur: Privacy Preservation With Detection Artifact Suppression
CVPR 2023
PARF: Primitive-Aware Radiance Fusion for Indoor Scene Novel View Synthesis
ICCV 2023
RealGraph: A Multiview Dataset for 4D Real-world Context Graph Generation
ICCV 2023
SVQNet: Sparse Voxel-Adjacent Query Network for 4D Spatio-Temporal LiDAR Semantic Segmentation
ICCV 2023
ElasticMVS: Learning elastic part representation for self-supervised multi-view stereopsis
NeurIPS 2022
INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation
CVPR 2022
A2-FPN: Attention Aggregation Based Feature Pyramid Network for Instance Segmentation
CVPR 2021
Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection
CVPR 2021
LocalTrans: A Multiscale Local Transformer Network for Cross-Resolution Homography Estimation
ICCV 2021
EventCap: Monocular 3D Capture of High-Speed Human Motions Using an Event Camera
CVPR 2020
OccuSeg: Occupancy-Aware 3D Instance Segmentation
CVPR 2020
PANDA: A Gigapixel-Level Human-Centric Video Dataset
CVPR 2020
RobustFusion: Human Volumetric Capture with Data-driven Visual Cues using a RGBD Camera
ECCV 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library
NeurIPS 2019
CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping
ECCV 2018
FlashFusion: Real-time Globally Consistent Dense 3D Reconstruction using CPU Computing
RSS 2018
HybridFusion: Real-Time Performance Capture Using a Single Depth Sensor and Sparse IMUs
ECCV 2018
SurfaceNet: An End-To-End 3D Neural Network for Multiview Stereopsis
ICCV 2017
Yak: A High-Performance Big-Data-Friendly Garbage Collector
OSDI 2016
Separable Kernel for Image Deblurring
CVPR 2014